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简体中文 | English

MegFlow | Documentation

GitHub license ubuntu macos

Build video analysis service in 15 minutes.

  • Directly use Python to build pipeline
  • No need C++ SDK anymore, improve the development experience
  • Provide one-stop service for construction, testing, debugging, deployment, and visualization

HowTo

  • how to run
    • run with prebuilt .whl
    • generate RTSP
  • how to build
    • build on docker
    • build from source
    • build on win10 wsl
    • build on armv8
  • how to use
    • tutorial01: quickstart

    • tutorial02: detect and classify on video stream

    • tutorial03: batching and pipeline test

    • tutorial04: visualization

  • how to debug
  • how to contribute
  • FAQ

Current Support Matrix

Platform win10 docker/wsl2 ubuntu centOS macos
x86 ✔️ ✔️ ✔️ ✔️
ARMv8 - ✔️ ✔️ -
Python verion support
3.6 ✔️
3.7 ✔️
3.8 ✔️
3.9 ✔️

Built-in Applications

  • cat finder
  • electric bicycle detection
  • video super resolution

Features

  • Efficient runtime schedule based on async-std[features=tokio1]
  • Use toml to construct pipeline
  • Support static/dynamic/share subgraph
  • Support Rust and Python
  • Support resource management
  • Terminate static subgraph in exception processing
  • Support demux/reorder/transform
  • Use Python stackfull coroutine
  • Support plugin sandbox
  • Real-time preview constructing pipeline

Coming Soon

  • Process-level node
  • Plug-in automated test
  • Performance monitoring
  • More built-in applications

Contact Us

  • Issue: github.com/MegEngine/MegFlow/issues
  • Email: [email protected]
  • QQ Group: 1029741705

License

  • Apache 2.0

About

Efficient ML solution for long-tailed demands.

Topics

computer-visiondeep-learningmegenginemegenginelitepipelinepipeline-frameworkpython3rust

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Apache-2.0 license
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